Phrase Based Information Retrieval Analysis in Various Search Engines Using Machine Learning Algorithms

Amudha, S.; Shanthi, I. Elizabeth

doi:10.1007/978-981-13-9364-8_21

Cited by 5 publications

(3 citation statements)

References 8 publications

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“…The verses data used in this research is in the form of Indonesian translation Qur'an and hadith text data that obtained from the Mushaf Al-'Alim edition of science [1], Book of scientific miracles on earth and space [5] and three series of books proving science in the sunnah El-Naggar [2]. In addition, until now there has been no application or system that specifically provides information on the verses of the Qur'an and hadiths relating to science and technology [9].…”

Section: Collecting Text Data Of Qur'an and Hadithmentioning

confidence: 99%

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The search for science and technology verses in Qur’an and hadith

et al. 2021

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Currently, the Vector Space Model algorithm has been widely implemented for the document search feature because of its reliability in retrieving information. One of them in the search for verses of the Qur'an based on the translation. However, if the phrase or word used is different (even though it has one meaning) with the word in the document in the database, the system will not display the verse. As we know that the Qur'an has a very deep meaning, so an interpretation of the verse is needed. Therefore, this research focuses on implementing the Vector Space Model (VSM) algorithm for searching verses and hadiths in science and technology by using the discussion parameters of these verses or hadiths. The test results obtained with 20 keyword samples using metric recall were 81% with an average time of 2.24 seconds.

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Section: Collecting Text Data Of Qur'an and Hadithmentioning

confidence: 99%

“…Search engines like Google, Bing, Yahoo and Ask in their search process adopted a system called the information retrieval system [4]. This system accepts keywords or input from the user to the document based on its suitability to the keywords [5].…”

Section: Introductionmentioning

confidence: 99%

The search for science and technology verses in Qur’an and hadith

et al. 2021

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“…High quality keywords can make it easier to understand, organize and access the content of the document. AKE from a document has been used in many applications, such as information retrieval [10], text synthesis [11], text categorization [12], and opinions mining [13].…”

Section: B Automatic Abstract Extraction (Ake)mentioning

confidence: 99%